Core AI

RAG & Vector Search

Retrieval-augmented generation, vector databases, embeddings and semantic search

5,308
lessons
Skills in this topic
View full skill map →
RAG Basics
beginner
Chunk documents with LangChain or LlamaIndex
Vector Stores
intermediate
Set up Pinecone, Weaviate, or pgvector
RAG Evaluation
intermediate
Run RAGAS evaluation on a RAG pipeline
Advanced RAG
advanced
Build a hybrid BM25 + dense retrieval pipeline
Videos 5,121 Reads 187
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
How to Turn Challenges into Opportunities | Mindset and Business Mastery in 61 Minutes
RAG & Vector Search ⚡ AI Lesson
How to Turn Challenges into Opportunities | Mindset and Business Mastery in 61 Minutes
Evan Carmichael Intermediate 1y ago
Demo: Private RAG with local Mistral 7b LLM and Weaviate on K8s
RAG & Vector Search
Demo: Private RAG with local Mistral 7b LLM and Weaviate on K8s
Samos123 Intermediate 2y ago
Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233
RAG & Vector Search ⚡ AI Lesson
Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233
MLOps.community Intermediate 2y ago
Kaggle is your home for trustworthy AI resources
RAG & Vector Search
Kaggle is your home for trustworthy AI resources
Google for Developers Intermediate 2y ago
New in Chrome 125: CSS anchor positioning, Compute Pressure API, and more
RAG & Vector Search ⚡ AI Lesson
New in Chrome 125: CSS anchor positioning, Compute Pressure API, and more
Chrome for Developers Intermediate 2y ago
Lecture 4: Heat Engines and Energy Conversion Efficiency
RAG & Vector Search
Lecture 4: Heat Engines and Energy Conversion Efficiency
MIT OpenCourseWare Intermediate 2y ago
Lecture 9: Case Studies - Specific Heats and Phase Transformations
RAG & Vector Search
Lecture 9: Case Studies - Specific Heats and Phase Transformations
MIT OpenCourseWare Intermediate 2y ago
New course with Weaviate: Building Multimodal Search and RAG
RAG & Vector Search
New course with Weaviate: Building Multimodal Search and RAG
DeepLearningAI Intermediate 2y ago
How to Build ML Solutions (w/ Python Code Walkthrough)
RAG & Vector Search ⚡ AI Lesson
How to Build ML Solutions (w/ Python Code Walkthrough)
Shaw Talebi Intermediate 2y ago
Async application classes vs. functions
RAG & Vector Search ⚡ AI Lesson
Async application classes vs. functions
mCoding Intermediate 2y ago
Build an End-to-End RAG API with AWS Bedrock & Azure OpenAI
RAG & Vector Search ⚡ AI Lesson
Build an End-to-End RAG API with AWS Bedrock & Azure OpenAI
AI Anytime Intermediate 2y ago
What is Instagram Shop & how to use it
RAG & Vector Search
What is Instagram Shop & how to use it
Learn With Shopify Intermediate 2y ago
Building End To End Webloader RAG Application using Groq With DataStax and Cassio, Langchain
RAG & Vector Search
Building End To End Webloader RAG Application using Groq With DataStax and Cassio, Langchain
Krish Naik Intermediate 2y ago
How to Make Yourself Irreplaceable | Robert Greene’s Advice in 102 Minutes
RAG & Vector Search ⚡ AI Lesson
How to Make Yourself Irreplaceable | Robert Greene’s Advice in 102 Minutes
Evan Carmichael Intermediate 2y ago
The Journey from Radio DJ to Social Media Success... My Story
RAG & Vector Search ⚡ AI Lesson
The Journey from Radio DJ to Social Media Success... My Story
Professor Charley T Intermediate 2y ago
Building Generative AI Apps with Azure Cosmos DB
RAG & Vector Search
Building Generative AI Apps with Azure Cosmos DB
Microsoft Developer Intermediate 2y ago
RagSys: RAG is just RecSys in Disguise // Chang She // AI in Production Lightning Talk
RAG & Vector Search
RagSys: RAG is just RecSys in Disguise // Chang She // AI in Production Lightning Talk
MLOps.community Intermediate 2y ago
Demo: Building a Gemma chatbot with Keras
RAG & Vector Search
Demo: Building a Gemma chatbot with Keras
Google for Developers Intermediate 2y ago
Explore the power of LinkedIn articles💥
RAG & Vector Search
Explore the power of LinkedIn articles💥
Adam Erhart Intermediate 2y ago
Embedding Lua in C++ Part 3: Meh... Just use Sol...
RAG & Vector Search ⚡ AI Lesson
Embedding Lua in C++ Part 3: Meh... Just use Sol...
javidx9 Intermediate 2y ago
Text Embeddings, Classification, and Semantic Search (w/ Python Code)
RAG & Vector Search
Text Embeddings, Classification, and Semantic Search (w/ Python Code)
Shaw Talebi Intermediate 2y ago
How To Deal With Imposter Syndrome
RAG & Vector Search ⚡ AI Lesson
How To Deal With Imposter Syndrome
The Futur Intermediate 2y ago
Robinhood’s first credit card is here to compete with Apple | TechCrunch Minute
RAG & Vector Search
Robinhood’s first credit card is here to compete with Apple | TechCrunch Minute
TechCrunch Intermediate 2y ago
How Salesforce Leverages AI for System Health Monitoring
RAG & Vector Search
How Salesforce Leverages AI for System Health Monitoring
Weights & Biases Intermediate 2y ago
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
RAG & Vector Search
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
Professor Charley T Intermediate 2y ago
The ins and outs of context managers and try-finally in Python
RAG & Vector Search ⚡ AI Lesson
The ins and outs of context managers and try-finally in Python
mCoding Intermediate 2y ago
Claude 3 Opus RAG Chatbot (Full Walkthrough)
RAG & Vector Search
Claude 3 Opus RAG Chatbot (Full Walkthrough)
James Briggs Intermediate 2y ago
AI Camp, Melbourne: How Carsales Uses Metaflow to move ML from prototype to production
RAG & Vector Search ⚡ AI Lesson
AI Camp, Melbourne: How Carsales Uses Metaflow to move ML from prototype to production
Outerbounds Intermediate 2y ago
What is Semantic Search? (with Elan Dekel, VP of Product at Pinecone)
RAG & Vector Search ⚡ AI Lesson
What is Semantic Search? (with Elan Dekel, VP of Product at Pinecone)
DataCamp Intermediate 2y ago
#187 The Power of Vector Databases and Semantic Search with Elan Dekel, VP of Product at Pinecone
RAG & Vector Search ⚡ AI Lesson
#187 The Power of Vector Databases and Semantic Search with Elan Dekel, VP of Product at Pinecone
DataCamp Intermediate 2y ago
Lecture 12: Case Studies - Saturation Vapor Pressure
RAG & Vector Search ⚡ AI Lesson
Lecture 12: Case Studies - Saturation Vapor Pressure
MIT OpenCourseWare Intermediate 2y ago
Lecture 23: Building Binary Phase Diagrams, Part I
RAG & Vector Search ⚡ AI Lesson
Lecture 23: Building Binary Phase Diagrams, Part I
MIT OpenCourseWare Intermediate 2y ago
Lecture 24: Building Binary Phase Diagrams, Part II
RAG & Vector Search
Lecture 24: Building Binary Phase Diagrams, Part II
MIT OpenCourseWare Intermediate 2y ago
Lecture 25: Building Binary Phase Diagrams, Part III
RAG & Vector Search ⚡ AI Lesson
Lecture 25: Building Binary Phase Diagrams, Part III
MIT OpenCourseWare Intermediate 2y ago
Lecture 26: CALPHAD - Case Studies and Guest Lecture
RAG & Vector Search ⚡ AI Lesson
Lecture 26: CALPHAD - Case Studies and Guest Lecture
MIT OpenCourseWare Intermediate 2y ago
Lecture 31: Reacting Multi-phase Systems
RAG & Vector Search ⚡ AI Lesson
Lecture 31: Reacting Multi-phase Systems
MIT OpenCourseWare Intermediate 2y ago
How to Use Earl Nightingale’s One Hour Method to Make Your Mind Unstoppable
RAG & Vector Search
How to Use Earl Nightingale’s One Hour Method to Make Your Mind Unstoppable
Evan Carmichael Intermediate 2y ago
BELIEVE! | Evan Carmichael
RAG & Vector Search
BELIEVE! | Evan Carmichael
Evan Carmichael Intermediate 2y ago
How to STOP Planning & Start Doing
RAG & Vector Search ⚡ AI Lesson
How to STOP Planning & Start Doing
Evan Carmichael Intermediate 2y ago
This is Why Successful People Chase What Scares Them
RAG & Vector Search
This is Why Successful People Chase What Scares Them
Evan Carmichael Intermediate 2y ago
How Selena Gomez's Mindset Transformed Her Success
RAG & Vector Search
How Selena Gomez's Mindset Transformed Her Success
Evan Carmichael Intermediate 2y ago
How to Build Real Confidence by Trusting Your Confused Mind | Dr. Becky Kennedy
RAG & Vector Search ⚡ AI Lesson
How to Build Real Confidence by Trusting Your Confused Mind | Dr. Becky Kennedy
Evan Carmichael Intermediate 2y ago
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
RAG & Vector Search ⚡ AI Lesson
Maximizing Ad Reach... Targeting the Right Audience for Optimal Results
Professor Charley T Intermediate 2y ago
How to Be Proud of Yourself | EXCEED Expectations with Powerful Action!
RAG & Vector Search
How to Be Proud of Yourself | EXCEED Expectations with Powerful Action!
Evan Carmichael Intermediate 2y ago
Change Your Mindset: STOP Complaining About Challenges! How To See Them As Opportunities!
RAG & Vector Search
Change Your Mindset: STOP Complaining About Challenges! How To See Them As Opportunities!
Evan Carmichael Intermediate 2y ago
You Need This for QUALITY Friendships
RAG & Vector Search
You Need This for QUALITY Friendships
Evan Carmichael Intermediate 2y ago
The Rise of the Facebook Buyer... From Media Buyer to CMO
RAG & Vector Search
The Rise of the Facebook Buyer... From Media Buyer to CMO
Professor Charley T Intermediate 2y ago
The Rise of the Facebook Buyer... From Media Buyer to CMO
RAG & Vector Search
The Rise of the Facebook Buyer... From Media Buyer to CMO
Professor Charley T Intermediate 2y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Angular.js for Beginners: Directives
📚 Coursera Course ↗
Self-paced
Angular.js for Beginners: Directives
Opens on Coursera ↗
The Art and Science of Economic Policy
📚 Coursera Course ↗
Self-paced
The Art and Science of Economic Policy
Opens on Coursera ↗
Manage Resources in Azure
📚 Coursera Course ↗
Self-paced
Manage Resources in Azure
Opens on Coursera ↗
Generative AI and ESG
📚 Coursera Course ↗
Self-paced
Generative AI and ESG
Opens on Coursera ↗
Foundations of Insurance
📚 Coursera Course ↗
Self-paced
Foundations of Insurance
Opens on Coursera ↗
Menu Design for Dubai Hospitality
📚 Coursera Course ↗
Self-paced
Menu Design for Dubai Hospitality
Opens on Coursera ↗